Titlebook: Computational Science and Its Applications – ICCSA 2022 Workshops; Malaga, Spain, July Osvaldo Gervasi,Beniamino Murgante,Chiara Garau Con

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Systematic Literature Review on Data Provenance in Internet of Thingsata provenance problems. We also aim to serve this study as a knowledge base for researchers for conducting further research and development in this area. The review is done by following a systematic literature review process. We presented an SLR-based method on data provenance in IoT. We investigat

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A Feature Selection-Based K-NN Model for Fast Software Defect Predictionto address these mentioned challenges. The cleaned NASA MDP datasets were used for the implementation of the proposed model, and various performance metrics like F-score, accuracy, and MCC were used to reveal the performance of the model. The results of the proposed model when compared with state-of

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Comparing Univariate and Multivariate Time Series Models for Technical Debt Forecasting the capabilities of a statistical ARIMA model both in a univariate and a multivariate fashion. More specifically, the present paper investigates whether the adoption of an ARIMA model that takes into account, in addition to the TD value itself, various TD-related indicators may lead to more accurat

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Fine-Tuning GPT-2 to Patch Programs, Is It Worth It?estigate how the GPT-2 model performs when it is not fine-tuned for the APR task, compared to when it is fine-tuned. From previous work, we already know that the GPT-2 model can automatically generate patches for buggy programs, although the literature lacks studies where no fine-tuning has taken pl

Mast-Cell

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Supporting the EU Mission “100 Climate-Neutral Cities by 2030”: A Review of Tools to Support Decisioeither with a bottom-up or a top-down approach, and how different categories of Key Performance Indicators (KPIs) and changes in the DMs system of values can influence their preferences. We find that Lifecycle Assessment (LCA) is the most used support tool at the district or city level, and most ind

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Assessing the Potential of a Disused Shopping Village by Comparing Adaptive Reuse Scenariosnsitivity analysis is moreover performed to measure the robustness of the final rank..Finally, the applied methodology offers reflection opportunities on the future best reuse scenario for commercial assets in urban and peri-urban areas under Social Governance Criteria and circular economy lenses.

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Definition of an Integrated Theoretical Framework to Assess the NBS Suitability in Flood Risk Areasdent and independent variables that characterise a complex spatial system, as well as to solve the decisional problem by de-composing it in its simpler parts through a hierarchical approach. In this way, it can facilitate the identification of indicators which may support the identification of the m